An Experimental Method Study of User Error Classification in Human-computer Interface.
Xiaoli WuXin HuangRuicong XuQingwei YangPublished in: J. Softw. (2013)
Keyphrases
- classification method
- classification accuracy
- human computer interface
- error rate
- benchmark data sets
- classification scheme
- cost function
- support vector machine
- machine learning methods
- detection method
- classification algorithm
- error analysis
- cross validation
- experimental study
- support vector machine svm
- model selection
- pattern classification
- training process
- decision trees
- accuracy rate
- study proposes
- user interface
- feature vectors
- pattern recognition
- machine learning
- decision rules
- clustering method
- feature set
- probabilistic model
- significant improvement
- pairwise
- similarity measure
- receiver operating characteristic curves